Mr. Yun Xing | Computer Vision | Best Researcher Award
Mr. Yun Xing at The First Affiliated Hospital of Xi’an Jiaotong University, China
π¨βπProfessional Profile
π Education and Academic Background
I am currently a second-year Ph.D. student at VI-Lab, Nanyang Technological University (NTU), under the supervision of Prof. Shijian Lu. I received my B.S. degree in Biomedical Engineering and Instrument Science from Zhejiang University in 2021, where I worked under the guidance of Prof. Hong Zhou. Prior to my Ph.D., I completed my Masterβs in Artificial Intelligence at NTU (2021β2022). My research interests primarily focus on vision-language pre-training and foundation model adaptation.
π¬ Research Interests
My research revolves around cutting-edge topics in vision-language pre-training and the adaptation of foundation models. I am particularly interested in methods that enable models to transfer knowledge effectively across different domains, such as few-shot learning, cross-domain adaptation, and improving model robustness in complex vision-language tasks.
π Achievements and News
In recent years, I have been fortunate to have several papers accepted at top-tier conferences. These include NeurIPS 2024, ECCV 2024, CVPR 2024, and NeurIPS 2023, marking significant milestones in my academic journey. Notably, my work on object hallucination mitigation and segmentation adaptation has received considerable attention in the community.
π Awards and Honors
Throughout my academic journey, I have received various recognitions for my contributions to research. These include the Outstanding Graduate Award from Zhejiang University in 2021, as well as the Academic Excellence Award (2018, 2019) and Academic Progress Award (2019) from the same institution.
π» Service and Teaching
As an active member of the academic community, I contribute as a conference reviewer for prominent venues such as CVPR, ICML, ECCV, and NeurIPS 2024, where I was honored to be selected as one of the Top Reviewers at NeurIPS. Additionally, I am involved in teaching and mentoring at NTU. In Spring 2024, I will be assisting with the SC1015: Introduction to Data Science and Artificial Intelligence course.
πΒ Top Noted Publications
Mitigating Object Hallucination via Concentric Causal Attention
- Authors: Yun Xing*, Yiheng Li*, Ivan Laptev, Shijian Lu
Journal: NeurIPS 2024
Year: 2024
CAT-SAM: Conditional Tuning Network for Few-Shot Adaptation of Segmentation Anything Model
- Authors: Aoran Xiao*, Weihao Xuan*, Heli Qi, Yun Xing, Ruijie Ren, Xiaoqin Zhang, Ling Shao, Shijian Lu
Journal: ECCV 2024
Year: 2024
Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining
- Authors: Jiahao Nie*, Yun Xing*, Gongjie Zhang, Pei Yan, Aoran Xiao, Yap-Peng Tan, Alex C. Kot, Shijian Lu
Journal: CVPR 2024
Year: 2024
Rewrite Caption Semantics: Bridging Semantic Gaps for Language Supervised Semantic Segmentation
- Authors: Yun Xing, Jian Kang, Aoran Xiao, Jiahao Nie, Ling Shao, Shijian Lu
Journal: NeurIPS 2023
Year: 2023
Domain Adaptive Video Segmentation via Temporal Pseudo Supervision
- Authors: Yun Xing*, Dayan Guan*, Jiaxing Huang, Shijian Lu
Journal: ECCV 2022
Year: 2022